Struct Mlp 

pub struct Mlp {
    pub layers: Vec<Lin>,
    pub stab: Option<Lin>,
    pub residual: bool,
}

ARM / IFCE MLP: hidden ReLU layers (square hidden layers residual inside the ReLU when residual), a linear output layer, and an optional linear stabiliser branch over the input added to the output.

Fields

layers: Vec<Lin>

Layers in order.

stab: Option<Lin>

Stabiliser branch (input → output).

residual: bool

Square hidden layers carry a residual connection.

Implementations

impl Mlp

pub fn nin(&self) -> usize

Number of inputs.

pub fn nout(&self) -> usize

Number of outputs.

pub fn run(&self, x: &[i32], out: &mut [i32], g: &mut Guard)

Integer forward (Q8 in, Q8 out).

impl Mlp

pub fn graph(&self) -> (IntGraph, Vec<IId>)

Mlp::run as an integer graph: params 0..nin, outputs 0..nout.

Trait Implementations

impl Clone for Mlp

fn clone(&self) -> Self

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Mlp

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.